Reconstructing the Tropical Pacific Upper Ocean using Online Data Assimilation with a Deep Learning model

Zilu Meng, Gregory J. Hakim

A deep learning (DL) model, based on a transformer architecture, is trained on a climate-model dataset and compared with a standard linear inverse model (LIM) in the tropical Pacif…